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Qwen3-Coder-Next

Alibaba · 79.7B (active 3B) · MoE · ctx 256K · apache-2.0 · HuggingFace

Qwen3-Coder-Next (Alibaba) is a 79.7B parameters MoE (3B active per token) open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 45.44 GB VRAM for Q4 (weights 43.84 GB + KV 0.6 GB + 1 GB overhead) and 161.0 GB for FP16. About 14 GPUs/accelerators in our catalog fully fit this model at Q4 under that context assumption. Fastest Q4 configs: B200 192GB SXM ≈ 1697.0 tok/s (estimated); MI300X 192GB ≈ 1124.2 tok/s (estimated); H200 141GB SXM5 ≈ 1018.2 tok/s (estimated); H100 80GB SXM5 ≈ 710.6 tok/s (estimated); Gaudi 3 128GB ≈ 694.9 tok/s (estimated). Use the table below for VRAM fit and tok/s per dollar (list MSRP). Estimates follow memory-bandwidth math; measured rows override when present. See methodology for details. Methodology.

56 hardware configs — sorted by tok/s. Default fit context 8K.

HardwareVRAMQuanttok/sFits?tok/s/$
B200 192GB SXM192Q41697.0 est.Yes0.042
MI300X 192GB192Q41124.2 est.Yes0.075
H200 141GB SXM5141Q41018.2 est.Yes0.029
H100 80GB SXM580Q4710.6 est.Yes0.024
Gaudi 3 128GB128Q4694.9 est.Yes0.056
H200 141GB SXM5141FP16613.6 est.No0.018
RTX 5090 32GB32Q4538.6 est.No0.269
B200 192GB SXM192FP16466.7 est.Yes0.012
A100 80GB SXM480Q4432.5 est.Yes0.029
Gaudi 3 128GB128FP16345.1 est.No0.028
MI300X 192GB192FP16309.2 est.Yes0.021
RTX 6000 Ada 48GB48Q4203.6 est.Yes0.03
L40S 48GB48Q4183.3 est.Yes0.023
Mac Studio M3 Ultra 96GB96Q4173.7 est.Yes0.043
RTX 4090 24GB24Q4170.4 est.No0.107
RTX 4090D 24GB (China)24Q4170.4 est.No0.107
RTX 3090 Ti 24GB24Q4170.4 est.No0.085
Mac Studio M2 Ultra 192GB192Q4169.7 est.Yes0.024
RTX A6000 48GB48Q4162.9 est.Yes0.036
RX 7900 XTX 24GB24Q4162.3 est.No0.162
RTX 3090 24GB24Q4158.2 est.No0.106
H100 80GB SXM580FP16137.9 est.No0.005
MacBook Pro M4 Max 128GB128Q4115.8 est.Yes0.026
RX 7900 XT 20GB20Q493.9 est.No0.104
MacBook Pro M3 Max 128GB128Q484.8 est.Yes0.02
A100 80GB SXM480FP1683.9 est.No0.006
RTX 5080 16GB16Q472.1 est.No0.072
RTX 5070 Ti 16GB16Q467.3 est.No0.09
Mac mini M4 Pro 64GB64Q457.9 est.Yes0.026
MacBook Pro M4 Max 128GB128FP1657.5 est.No0.013
RTX 4080 Super 16GB16Q455.3 est.No0.055
RTX 4070 Ti Super 16GB16Q450.5 est.No0.063
Mac Studio M3 Ultra 96GB96FP1648.5 est.No0.012
RX 9070 16GB16Q448.1 est.No0.088
RX 9070 XT 16GB16Q448.1 est.No0.08
RX 7800 XT 16GB16Q446.9 est.No0.094
Mac Studio M2 Ultra 192GB192FP1646.7 est.Yes0.007
RX 7900 GRE 16GB16Q443.3 est.No0.079
MacBook Pro M3 Max 128GB128FP1642.1 est.No0.01
Arc A770 16GB16Q442.1 est.No0.121
Mac mini M4 32GB32Q436.1 est.No0.036
RTX 5060 Ti 16GB16Q433.7 est.No0.079
RTX 5070 12GB12Q428.4 est.No0.052
T4 16GB16Q424.0 est.No0.012
RTX 4070 Ti 12GB12Q423.4 est.No0.029
RTX 4060 Ti 16GB16Q421.6 est.No0.043
RX 7600 XT 16GB16Q421.6 est.No0.066
RTX 4070 12GB12Q421.3 est.No0.036
RTX 4070 Super 12GB12Q421.3 est.No0.036
Arc B580 12GB12Q419.3 est.No0.078
RX 7700 XT 12GB12Q418.3 est.No0.041
RTX 3060 12GB12Q415.2 est.No0.046
RTX 6000 Ada 48GB48FP1614.2 est.No0.002
L40S 48GB48FP1612.8 est.No0.002
RTX A6000 48GB48FP1611.4 est.No0.003
Mac mini M4 Pro 64GB64FP167.2 est.No0.003